Automation ideas for Bangkok businesses and groups
Find repetitive local workflows that could use a small automation. Read the challenge, the proposed tool and the suggested stack before choosing what to build.
Getting around
- Automation and APIs
Crash Card: one tap sends your location, photos and a Thai police note
After a crash, one tap on a web page sends the rider's location by SMS to the rental shop and an emergency contact, asks for plate and scene photos, and builds a Thai-language note for the police with time and place.
Build with PWA, Twilio SMS, Claude, PDF, geolocation
Tourists on rented scooters get hit by fines or uninsured crashes they didn't expect
Tourism
- Automation and APIs
Review Replier: drafts Google review replies in each reviewer's language
When a review arrives, the system sends it to the owner with a drafted reply in the reviewer's language. The owner taps approve and the reply posts through Google Business Profile.
Build with Google Business Profile API, n8n, Claude, email or push approval
Shops near Khao San see fewer tourists and have no cheap way to reach new ones
- Automation and APIs
Pre-Arrival Notes: reads booking emails and sends each guest a flood-aware plan
The tool reads new booking confirmations in the hotel's Gmail, pulls out guest name, language and arrival time, and checks the route status. It emails the guest a plan in their language with the best transfer option and a number to call.
Build with Gmail API, n8n, Google Routes API, Traffy Fondue, Claude
Small hotels can't tell arriving guests which routes and transfers work during floods
Small business
- Automation and APIs
Show-Up Nudge: a text and a call two hours before, press 1 or the slot goes back
Two hours before the booking the customer gets a text and, if unanswered, an automated call. Confirming keeps the slot, no answer returns it to the open list, so no-shows become a decision made early enough to resell.
Build with n8n, Twilio SMS and Voice, Google Calendar
- Automation and APIs
Statement Rebuild: upload bank statements and rebuild what stock you bought and sold
Even when paper records wash away, the shop's mobile banking history survives online. The owner uploads three months of statement PDFs, and the AI groups transfers to suppliers, estimates stock bought and monthly sales, and fills a Sheet that shows the size of the loss.
Build with PDF parsing, Claude, Google Sheets, n8n
Flooded small shops have no simple record of lost stock, so bank and aid claims are hard
- Automation and APIs
Bill Pile Sorter: photo of the bill pile becomes a one-page pay-in-this-order sheet
The owner dumps the supplier bills on the table and takes one photo. Claude vision reads the amounts, due dates and late fees, and prints an A4 sheet: pay these two now, ask these three for 7 more days, with a ready-written request for each. Bills stop piling up unseen.
Build with Claude vision, Next.js, PDF print, optional LINE push
Small shops with steady sales still run out of cash before month end
Environment and air
- Automation and APIs
Pickup Match: shops and collectors agree on a time, once, and it repeats
Shops list what they have and when they have it, collectors list their route. The system matches them to a weekly pickup slot so the shop's sorted cardboard leaves on time and the collector's route is full.
Build with n8n, Google Sheets, Twilio SMS, simple route matcher
Neighborhood waste collectors and shops can't see recyclable prices and lose income when they drop
Elderly care
- Automation and APIs
Leave Log: count the hours lost to hospital runs and draft the letter for the boss
The carer taps when a hospital run or night call happens. At month end the tool totals the hours, drafts a polite request for flexible hours or work-from-home days with the real numbers, and exports it to send to HR.
Build with Next.js, Claude API, PDF export
Working adults caring for sick or bedridden parents run out of sleep, leave days and money
Community groups
- Automation and APIs
Fresh Check: re-verifies every listed group monthly so the list stays fresh
The study is from 2018, so most contacts may be dead. The automation visits each listing's site and page, tests the phone or contact link, and the AI marks it live, changed or gone with a verified date.
Build with n8n, HTTP checks, Claude, Supabase
LGBTQ+ youth in Bangkok struggle to find safe, youth-focused help
- Automation and APIs
Check-In Circle: a missed check-in alerts a lawyer or NGO with a case note
A user agrees on check-in times with a trusted circle. If a check-in is missed, the system alerts the circle and a partner NGO with the last location and a short note the user wrote earlier, so help starts in minutes.
Build with n8n, Twilio SMS, Supabase, scheduled checks, geolocation
Urban refugees in Bangkok lack safe multilingual information on services and legal risks
- Automation and APIs
Needs Inbox: an NGO forwards a poster photo and it becomes a task on a public board
Small NGOs already ask for help in photo posters and group chats. The automation reads each one, pulls out date, place, skill and headcount, and adds it to a public board and a weekly digest. Nobody fills in a form.
Build with Claude vision, n8n, Google Sheets, email digest
People who want to volunteer with a skill can't find which small NGOs need it
Safety and scams
- Automation and APIs
Report Pack: one tap builds what the police and the bank ask for
After a scam the senior or helper takes screenshots and the tool compiles a timeline, account numbers, phone numbers and a letter for the bank and the police. The hardest part of reporting becomes a printed folder.
Build with Claude, OCR, PDF generator, known report channels list
Older Bangkok residents get tricked online and don't know the laws or where to report
Learning and language
- Automation and APIs
Volunteer Matcher: tutors meet kids by free hours, including a Sunday
Kids and volunteers each mark their free hours. The matcher pairs them, sends the time and place to both, and re-pairs when one cancels, so non-formal students get help on the hours they can actually attend.
Build with Next.js, Supabase, n8n, scheduling matcher
Khlong Toei kids who work mornings or have parents on long shifts can't keep up with school
- Automation and APIs
Receipt Vault: photo to a folder, read, filed and checked
Receipts photographed into a shared folder are read by Claude vision and filed by school year. Missing tax ID fields are flagged right away so the uniform subsidy receipt is not rejected later.
Build with Claude vision, Google Drive, n8n or a small script
- Automation and APIs
Request Scout: finds public tutor requests and drafts a reply that fits each one
It checks public tutor request listings a tutor chooses, filters by her subject and area, and the AI drafts a short Thai reply with her price and open slots. She approves each reply before it sends.
Build with Web scraping, n8n, Claude, email or SMS approval
Freelance tutors can't find steady students and lose income when learners cancel or vanish
- Automation and APIs
Tear-Off Notice: a parent letter with a tick slip that gets photographed and tallied
The teacher speaks the message and the system prints a letter for parents with a tear-off slip: yes, no or need help. Slips come back with the kids, and the teacher photographs the pile. Claude reads the ticks and the reply tally is on the page in a minute.
Build with Whisper Thai, Claude writing and vision, PDF form with slip, Google Sheets
Teachers at small schools spend hundreds of hours a term on reports, PR and coordination
Housing and condos
- Automation and APIs
Hold Form: a one-page booking-fee agreement you bring to every viewing
The renter prints a one-page form before viewing: the booking fee amount, what it buys, and when it is refunded in full. The agent signs on the spot and the renter photographs it. A booking fee of half a month's rent now has a written way back.
Build with Next.js form builder, PDF, Claude vision for signed copy, Google Drive
Renters sign leases with harsh clauses they can't evaluate in time
- Automation and APIs
Paper Handover Form: a one-page checklist both sides sign, then scanned
A printed A4 form lists every item in the room with tick boxes: good, worn, damaged. Both sides sign on paper, and the tenant photographs it. Claude reads the ticks and handwritten notes into a dated digital record, so the paper stays but the proof is searchable.
Build with Claude vision, PDF form generator, Google Drive, Next.js
Renters lose deposits over tiny scratches with no proof of the room's starting state
Health
- Automation and APIs
Use-It Calendar: snap the receipt, get reminders before the cancel window ends
The buyer photographs the receipt. The tool extracts the date, sessions and price, adds calendar events for each planned session and the 7-day cancel deadline, and re-checks the shop's health every month.
Build with Claude vision OCR, ICS calendar export, n8n monthly check
Tools these ideas use: n8n, Claude, Claude vision, Google Sheets, Next.js, Google Drive, Supabase, Twilio SMS, geolocation, PDF, Claude API, Claude vision for signed copy